Integrity report for Hack-Verifiable Environments: Towards Evaluating Reward Hacking at Scale

A machine-verified record of the checks Pith has run against this paper: detector runs, findings, signed bundle events, and canonical identifiers.

arXiv:2605.20744 · pith:2026:TMQYUJLVSFOTOY7BF4SBVCLE3H

0Critical

0Advisory

6Detectors run

2026-05-21Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

citation_quote_validity completed v0.1.0 · findings 0 · 2026-05-21 19:50:10.725037+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-21 13:24:47.600637+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-21 07:02:54.382037+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-21 07:01:38.137662+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-21 02:33:33.526381+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-21 02:02:19.453333+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/TMQYUJLV/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.